A comprehensive statistical research tool for analyzing and backtesting gambling strategies using provably fair crypto casino data.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install rollhub-analyst
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install rollhub-analyst using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Rollhub Analyst?
The Rollhub Analyst is a technical extension designed for Openclaw Skills that enables developers to research and backtest complex gambling strategies. By interfacing with the agent.rollhub.com API, the skill executes real micro-bets to collect authentic data points, allowing for high-fidelity simulations of systems like the Kelly Criterion and Martingale. This tool is built for users who require a data-driven approach to risk management and bankroll optimization.
This skill provides a bridge between theoretical probability and actual outcomes, ensuring that every bet analyzed is backed by cryptographic proof. Whether you are calculating the Sharpe ratio of a specific betting progression or evaluating the maximum drawdown of a sequence, this addition to your Openclaw Skills library offers the analytical rigor needed for serious gambling research.
Rollhub Analyst Use Cases
- Backtesting classic betting systems like Martingale and D'Alembert against live game data.
- Calculating optimal bankroll growth using the mathematically superior Kelly Criterion.
- Analyzing risk-adjusted performance through Sharpe ratio and variance tracking.
- Auditing game integrity using SHA3-384 provably fair verification protocols.
- Generating comparative performance reports for multiple strategies over identical outcome sequences.
How Rollhub Analyst Works
- The skill registers a new agent with the Rollhub API to establish a unique identity and betting session.
- It executes a series of micro-bets on games like coinflip to generate a verifiable dataset of outcomes.
- The agent records granular data for each round, including bet IDs, payouts, and cryptographic hashes.
- Strategy logic is applied to the raw data to simulate how different betting systems would have performed under the same conditions.
- Statistical metrics such as Expected Value (EV), win rate, and volatility are calculated for each strategy.
- The fairness of every transaction is audited via the API's verification endpoint.
- A final report is generated, providing a side-by-side comparison of bankroll curves and risk metrics.
Rollhub Analyst Setup
To integrate this capability into your Openclaw Skills workflow, start by registering your agent to receive an API key:
curl -X POST https://agent.rollhub.com/api/v1/register \
-H "Content-Type: application/json" \
-d '{"name": "analyst-agent", "ref": "ref_27fcab61"}'
Once registered, you can run a standard backtest sequence using the provided analyst script:
bash scripts/analyst.sh coinflip 100 1
Rollhub Analyst Data Schema & Taxonomy
The skill organizes betting data into a structured format suitable for deep statistical analysis. Key fields included in the data schema are:
| Attribute | Description |
|---|---|
| bet_id | The unique identifier for SHA3-384 verification |
| amount | The specific wager amount for the round |
| won | Boolean flag indicating a successful outcome |
| payout | Total amount returned to the bankroll |
| result | The raw game outcome (e.g., heads/tails) |
| variance | The calculated spread of outcomes for the session |
Rollhub Analyst Advanced Features
- Multi-strategy simulation including Flat Bet, Martingale, Anti-Martingale, D'Alembert, and Kelly Criterion.
- End-to-end provably fair verification using SHA3-384 hash chain technology.
- Automated markdown report generation for strategy comparison and presentation.
- Real-time bankroll curve plotting and drawdown impact analysis.
- Support for Monte Carlo simulations to project long-term expected value and risk of ruin.
SKILL.md
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